Offloading specific performance-related kernel functions into an FPGA.
Pabudi T. AbeyrathneS. Devapriya DewasurendraDhammika ElkaduwaPublished in: ISIE (2021)
Keyphrases
- kernel function
- support vector
- input space
- kernel methods
- support vector machine
- support vectors
- representer theorem
- feature space
- polynomial kernels
- hardware implementation
- kernel matrix
- feature maps
- kernel trick
- gaussian kernels
- data sets
- feature set
- kernel matrices
- kernel learning
- field programmable gate array
- reproducing kernel hilbert space
- support vector regression
- pairwise
- high dimensional
- svm classifier
- dimensionality reduction